Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 400 |
| Missing cells | 1012 |
| Missing cells (%) | 10.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 329.9 KiB |
| Average record size in memory | 844.6 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 7 |
| Boolean | 5 |
bu is highly correlated with sc and 3 other fields | High correlation |
sc is highly correlated with bu and 1 other fields | High correlation |
sod is highly correlated with sc | High correlation |
hemo is highly correlated with bu and 2 other fields | High correlation |
pcv is highly correlated with bu and 2 other fields | High correlation |
rbcc is highly correlated with bu and 2 other fields | High correlation |
bu is highly correlated with sc and 3 other fields | High correlation |
sc is highly correlated with bu and 3 other fields | High correlation |
sod is highly correlated with hemo and 1 other fields | High correlation |
hemo is highly correlated with bu and 4 other fields | High correlation |
pcv is highly correlated with bu and 4 other fields | High correlation |
rbcc is highly correlated with bu and 3 other fields | High correlation |
bu is highly correlated with sc | High correlation |
sc is highly correlated with bu and 2 other fields | High correlation |
hemo is highly correlated with sc and 2 other fields | High correlation |
pcv is highly correlated with sc and 2 other fields | High correlation |
rbcc is highly correlated with hemo and 1 other fields | High correlation |
ane is highly correlated with pcv and 4 other fields | High correlation |
class is highly correlated with pcv and 14 other fields | High correlation |
pot is highly correlated with sc and 1 other fields | High correlation |
pcv is highly correlated with ane and 14 other fields | High correlation |
rbc is highly correlated with class and 4 other fields | High correlation |
bp is highly correlated with class | High correlation |
age is highly correlated with htn | High correlation |
su is highly correlated with class and 4 other fields | High correlation |
appet is highly correlated with class and 6 other fields | High correlation |
rbcc is highly correlated with ane and 10 other fields | High correlation |
sod is highly correlated with pcv and 4 other fields | High correlation |
sc is highly correlated with pot and 4 other fields | High correlation |
dm is highly correlated with class and 7 other fields | High correlation |
cad is highly correlated with su | High correlation |
al is highly correlated with class and 13 other fields | High correlation |
sg is highly correlated with class and 3 other fields | High correlation |
pc is highly correlated with class and 10 other fields | High correlation |
pcc is highly correlated with al and 1 other fields | High correlation |
bu is highly correlated with ane and 9 other fields | High correlation |
hemo is highly correlated with ane and 14 other fields | High correlation |
bgr is highly correlated with class and 5 other fields | High correlation |
ba is highly correlated with al | High correlation |
htn is highly correlated with ane and 13 other fields | High correlation |
pe is highly correlated with class and 6 other fields | High correlation |
dm is highly correlated with class and 1 other fields | High correlation |
class is highly correlated with dm and 3 other fields | High correlation |
sg is highly correlated with class | High correlation |
pcc is highly correlated with pc | High correlation |
pc is highly correlated with pcc | High correlation |
rbc is highly correlated with class | High correlation |
htn is highly correlated with dm and 1 other fields | High correlation |
age has 9 (2.2%) missing values | Missing |
bp has 12 (3.0%) missing values | Missing |
sg has 47 (11.8%) missing values | Missing |
al has 46 (11.5%) missing values | Missing |
su has 49 (12.2%) missing values | Missing |
rbc has 152 (38.0%) missing values | Missing |
pc has 65 (16.2%) missing values | Missing |
bgr has 44 (11.0%) missing values | Missing |
bu has 19 (4.8%) missing values | Missing |
sc has 17 (4.2%) missing values | Missing |
sod has 87 (21.8%) missing values | Missing |
pot has 88 (22.0%) missing values | Missing |
hemo has 52 (13.0%) missing values | Missing |
pcv has 71 (17.8%) missing values | Missing |
wbccc has 106 (26.5%) missing values | Missing |
rbcc has 131 (32.8%) missing values | Missing |
al has 199 (49.8%) zeros | Zeros |
su has 290 (72.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-05 07:16:24.743089 |
|---|---|
| Analysis finished | 2021-06-05 07:16:54.896875 |
| Duration | 30.15 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 76 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 9 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.48337596 |
| Minimum | 2 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 42 |
| median | 55 |
| Q3 | 64.5 |
| 95-th percentile | 74.5 |
| Maximum | 90 |
| Range | 88 |
| Interquartile range (IQR) | 22.5 |
Descriptive statistics
| Standard deviation | 17.16971409 |
|---|---|
| Coefficient of variation (CV) | 0.3335001594 |
| Kurtosis | 0.0578404946 |
| Mean | 51.48337596 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.6682594692 |
| Sum | 20130 |
| Variance | 294.7990819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 19 | 4.8% |
| 65 | 17 | 4.2% |
| 48 | 12 | 3.0% |
| 50 | 12 | 3.0% |
| 55 | 12 | 3.0% |
| 47 | 11 | 2.8% |
| 62 | 10 | 2.5% |
| 56 | 10 | 2.5% |
| 45 | 10 | 2.5% |
| 54 | 10 | 2.5% |
| Other values (66) | 268 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 4 | 1 | 0.2% |
| 5 | 2 | |
| 6 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 8 | 3 | |
| 11 | 1 | 0.2% |
| 12 | 2 | |
| 14 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.2% |
| 83 | 1 | 0.2% |
| 82 | 1 | 0.2% |
| 81 | 1 | 0.2% |
| 80 | 4 | |
| 79 | 1 | 0.2% |
| 78 | 1 | 0.2% |
| 76 | 5 | |
| 75 | 5 | |
| 74 | 3 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 12 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.46907216 |
| Minimum | 50 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 80 |
| Q3 | 80 |
| 95-th percentile | 100 |
| Maximum | 180 |
| Range | 130 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 13.68363749 |
|---|---|
| Coefficient of variation (CV) | 0.1789434226 |
| Kurtosis | 8.646095189 |
| Mean | 76.46907216 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.605428957 |
| Sum | 29670 |
| Variance | 187.2419351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 116 | |
| 70 | 112 | |
| 60 | 71 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 50 | 5 | 1.2% |
| 110 | 3 | 0.8% |
| 120 | 1 | 0.2% |
| 180 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| (Missing) | 12 | 3.0% |
| Value | Count | Frequency (%) |
| 50 | 5 | 1.2% |
| 60 | 71 | |
| 70 | 112 | |
| 80 | 116 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 110 | 3 | 0.8% |
| 120 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| 180 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| 120 | 1 | 0.2% |
| 110 | 3 | 0.8% |
| 100 | 25 | 6.2% |
| 90 | 53 | |
| 80 | 116 | |
| 70 | 112 | |
| 60 | 71 | |
| 50 | 5 | 1.2% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 47 |
| Missing (%) | 11.8% |
| Memory size | 23.1 KiB |
| 1.02 | |
|---|---|
| 1.01 | |
| 1.025 | |
| 1.015 | |
| 1.005 | 7 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.461756374 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1575 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.02 |
|---|---|
| 2nd row | 1.02 |
| 3rd row | 1.01 |
| 4th row | 1.005 |
| 5th row | 1.01 |
Common Values
| Value | Count | Frequency (%) |
| 1.02 | 106 | |
| 1.01 | 84 | |
| 1.025 | 81 | |
| 1.015 | 75 | |
| 1.005 | 7 | 1.8% |
| (Missing) | 47 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.02 | 106 | |
| 1.01 | 84 | |
| 1.025 | 81 | |
| 1.015 | 75 | |
| 1.005 | 7 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1222 | |
| Other Punctuation | 353 | 22.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| 2 | 187 | 15.3% |
| 5 | 163 | 13.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 353 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1575 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1575 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 46 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.016949153 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 199 |
| Zeros (%) | 49.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.352678913 |
|---|---|
| Coefficient of variation (CV) | 1.330134264 |
| Kurtosis | -0.3833766021 |
| Mean | 1.016949153 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9981572421 |
| Sum | 360 |
| Variance | 1.829740241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 3 | 43 | 10.8% |
| 2 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| (Missing) | 46 | 11.5% |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 2 | 43 | 10.8% |
| 3 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 4 | 24 | 6.0% |
| 3 | 43 | 10.8% |
| 2 | 43 | 10.8% |
| 1 | 44 | 11.0% |
| 0 | 199 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 49 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4501424501 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 290 |
| Zeros (%) | 72.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.099191252 |
|---|---|
| Coefficient of variation (CV) | 2.441874237 |
| Kurtosis | 5.055348003 |
| Mean | 0.4501424501 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.464261823 |
| Sum | 158 |
| Variance | 1.208221408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 1 | 13 | 3.2% |
| 4 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| (Missing) | 49 | 12.2% |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1 | 13 | 3.2% |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 4 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.8% |
| 4 | 13 | 3.2% |
| 3 | 14 | 3.5% |
| 2 | 18 | 4.5% |
| 1 | 13 | 3.2% |
| 0 | 290 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 152 |
| Missing (%) | 38.0% |
| Memory size | 20.2 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.379032258 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1582 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | normal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 201 | |
| abnormal | 47 | 11.8% |
| (Missing) | 152 |
Length
Pie chart
| Value | Count | Frequency (%) |
| normal | 201 | |
| abnormal | 47 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1582 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1582 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1582 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 65 |
| Missing (%) | 16.2% |
| Memory size | 22.9 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.453731343 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2162 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | abnormal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 259 | |
| abnormal | 76 | 19.0% |
| (Missing) | 65 | 16.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| normal | 259 | |
| abnormal | 76 | 22.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2162 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2162 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2162 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 26.0 KiB |
| notpresent | |
|---|---|
| present |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.681818182 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3834 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | present |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 354 | |
| present | 42 | 10.5% |
| (Missing) | 4 | 1.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| notpresent | 354 | |
| present | 42 | 10.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3834 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3834 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3834 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 26.1 KiB |
| notpresent | |
|---|---|
| present | 22 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.833333333 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3894 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | notpresent |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 374 | |
| present | 22 | 5.5% |
| (Missing) | 4 | 1.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| notpresent | 374 | |
| present | 22 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3894 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3894 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3894 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
| Distinct | 146 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 44 |
| Missing (%) | 11.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.0365169 |
| Minimum | 22 |
|---|---|
| Maximum | 490 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 78.75 |
| Q1 | 99 |
| median | 121 |
| Q3 | 163 |
| 95-th percentile | 307.25 |
| Maximum | 490 |
| Range | 468 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 79.28171424 |
|---|---|
| Coefficient of variation (CV) | 0.5355551179 |
| Kurtosis | 4.225593588 |
| Mean | 148.0365169 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.010773173 |
| Sum | 52701 |
| Variance | 6285.590212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 10 | 2.5% |
| 93 | 9 | 2.2% |
| 100 | 9 | 2.2% |
| 107 | 8 | 2.0% |
| 131 | 6 | 1.5% |
| 92 | 6 | 1.5% |
| 109 | 6 | 1.5% |
| 140 | 6 | 1.5% |
| 130 | 6 | 1.5% |
| 117 | 6 | 1.5% |
| Other values (136) | 284 | |
| (Missing) | 44 | 11.0% |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.2% |
| 70 | 5 | |
| 74 | 3 | |
| 75 | 2 | 0.5% |
| 76 | 4 | |
| 78 | 3 | |
| 79 | 3 | |
| 80 | 2 | 0.5% |
| 81 | 3 | |
| 82 | 3 |
| Value | Count | Frequency (%) |
| 490 | 2 | |
| 463 | 1 | |
| 447 | 1 | |
| 425 | 1 | |
| 424 | 2 | |
| 423 | 1 | |
| 415 | 1 | |
| 410 | 1 | |
| 380 | 1 | |
| 360 | 2 |
| Distinct | 118 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 19 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.42572178 |
| Minimum | 1.5 |
|---|---|
| Maximum | 391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 27 |
| median | 42 |
| Q3 | 66 |
| 95-th percentile | 162 |
| Maximum | 391 |
| Range | 389.5 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 50.50300585 |
|---|---|
| Coefficient of variation (CV) | 0.8794492133 |
| Kurtosis | 9.345288576 |
| Mean | 57.42572178 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 2.634374459 |
| Sum | 21879.2 |
| Variance | 2550.5536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46 | 15 | 3.8% |
| 25 | 13 | 3.2% |
| 19 | 11 | 2.8% |
| 40 | 10 | 2.5% |
| 18 | 9 | 2.2% |
| 15 | 9 | 2.2% |
| 48 | 9 | 2.2% |
| 50 | 9 | 2.2% |
| 32 | 8 | 2.0% |
| 26 | 8 | 2.0% |
| Other values (108) | 280 | |
| (Missing) | 19 | 4.8% |
| Value | Count | Frequency (%) |
| 1.5 | 1 | 0.2% |
| 10 | 2 | 0.5% |
| 15 | 9 | |
| 16 | 7 | |
| 17 | 7 | |
| 18 | 9 | |
| 19 | 11 | |
| 20 | 7 | |
| 21 | 1 | 0.2% |
| 22 | 6 |
| Value | Count | Frequency (%) |
| 391 | 1 | |
| 322 | 1 | |
| 309 | 1 | |
| 241 | 1 | |
| 235 | 1 | |
| 223 | 1 | |
| 219 | 1 | |
| 217 | 1 | |
| 215 | 1 | |
| 208 | 1 |
| Distinct | 84 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 17 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.072454308 |
| Minimum | 0.4 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.9 |
| median | 1.3 |
| Q3 | 2.8 |
| 95-th percentile | 11.89 |
| Maximum | 76 |
| Range | 75.6 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 5.741126067 |
|---|---|
| Coefficient of variation (CV) | 1.868579803 |
| Kurtosis | 79.30434545 |
| Mean | 3.072454308 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 7.509538252 |
| Sum | 1176.75 |
| Variance | 32.96052852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 40 | 10.0% |
| 1.1 | 24 | 6.0% |
| 1 | 23 | 5.8% |
| 0.5 | 23 | 5.8% |
| 0.7 | 22 | 5.5% |
| 0.9 | 22 | 5.5% |
| 0.6 | 18 | 4.5% |
| 0.8 | 17 | 4.2% |
| 2.2 | 10 | 2.5% |
| 1.7 | 9 | 2.2% |
| Other values (74) | 175 | |
| (Missing) | 17 | 4.2% |
| Value | Count | Frequency (%) |
| 0.4 | 1 | 0.2% |
| 0.5 | 23 | |
| 0.6 | 18 | |
| 0.7 | 22 | |
| 0.8 | 17 | |
| 0.9 | 22 | |
| 1 | 23 | |
| 1.1 | 24 | |
| 1.2 | 40 | |
| 1.3 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 48.1 | 1 | |
| 32 | 1 | |
| 24 | 1 | |
| 18.1 | 1 | |
| 18 | 1 | |
| 16.9 | 1 | |
| 16.4 | 1 | |
| 15.2 | 1 | |
| 15 | 1 |
| Distinct | 34 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 87 |
| Missing (%) | 21.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.528754 |
| Minimum | 4.5 |
|---|---|
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 135 |
| median | 138 |
| Q3 | 142 |
| 95-th percentile | 150 |
| Maximum | 163 |
| Range | 158.5 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 10.40875205 |
|---|---|
| Coefficient of variation (CV) | 0.07568418785 |
| Kurtosis | 85.53436962 |
| Mean | 137.528754 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -6.996568561 |
| Sum | 43046.5 |
| Variance | 108.3421193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135 | 40 | |
| 140 | 25 | 6.2% |
| 141 | 22 | 5.5% |
| 139 | 21 | 5.2% |
| 142 | 20 | 5.0% |
| 138 | 20 | 5.0% |
| 137 | 19 | 4.8% |
| 150 | 17 | 4.2% |
| 136 | 17 | 4.2% |
| 147 | 13 | 3.2% |
| Other values (24) | 99 | |
| (Missing) | 87 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | 0.2% |
| 104 | 1 | 0.2% |
| 111 | 1 | 0.2% |
| 113 | 2 | |
| 114 | 2 | |
| 115 | 1 | 0.2% |
| 120 | 2 | |
| 122 | 2 | |
| 124 | 3 | |
| 125 | 2 |
| Value | Count | Frequency (%) |
| 163 | 1 | 0.2% |
| 150 | 17 | |
| 147 | 13 | |
| 146 | 10 | 2.5% |
| 145 | 11 | |
| 144 | 9 | 2.2% |
| 143 | 4 | 1.0% |
| 142 | 20 | |
| 141 | 22 | |
| 140 | 25 |
| Distinct | 40 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 88 |
| Missing (%) | 22.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.62724359 |
| Minimum | 2.5 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.8 |
| median | 4.4 |
| Q3 | 4.9 |
| 95-th percentile | 5.7 |
| Maximum | 47 |
| Range | 44.5 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 3.193904177 |
|---|---|
| Coefficient of variation (CV) | 0.6902390407 |
| Kurtosis | 142.5059115 |
| Mean | 4.62724359 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 11.58295556 |
| Sum | 1443.7 |
| Variance | 10.20102389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 30 | 7.5% |
| 3.5 | 30 | 7.5% |
| 4.9 | 27 | 6.8% |
| 4.7 | 17 | 4.2% |
| 4.8 | 16 | 4.0% |
| 4.4 | 14 | 3.5% |
| 3.8 | 14 | 3.5% |
| 4.2 | 14 | 3.5% |
| 4.1 | 14 | 3.5% |
| 3.9 | 14 | 3.5% |
| Other values (30) | 122 | |
| (Missing) | 88 |
| Value | Count | Frequency (%) |
| 2.5 | 2 | 0.5% |
| 2.7 | 1 | 0.2% |
| 2.8 | 1 | 0.2% |
| 2.9 | 3 | 0.8% |
| 3 | 2 | 0.5% |
| 3.2 | 3 | 0.8% |
| 3.3 | 3 | 0.8% |
| 3.4 | 5 | 1.2% |
| 3.5 | 30 | |
| 3.6 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 47 | 1 | 0.2% |
| 39 | 1 | 0.2% |
| 7.6 | 1 | 0.2% |
| 6.6 | 1 | 0.2% |
| 6.5 | 2 | |
| 6.4 | 1 | 0.2% |
| 6.3 | 3 | |
| 5.9 | 2 | |
| 5.8 | 2 | |
| 5.7 | 4 |
| Distinct | 115 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 52 |
| Missing (%) | 13.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.52643678 |
| Minimum | 3.1 |
|---|---|
| Maximum | 17.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 3.1 |
|---|---|
| 5-th percentile | 7.9 |
| Q1 | 10.3 |
| median | 12.65 |
| Q3 | 15 |
| 95-th percentile | 16.9 |
| Maximum | 17.8 |
| Range | 14.7 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 2.912586609 |
|---|---|
| Coefficient of variation (CV) | 0.2325151725 |
| Kurtosis | -0.4713980437 |
| Mean | 12.52643678 |
| Median Absolute Deviation (MAD) | 2.35 |
| Skewness | -0.3350946792 |
| Sum | 4359.2 |
| Variance | 8.483160754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 16 | 4.0% |
| 10.9 | 8 | 2.0% |
| 13 | 7 | 1.8% |
| 13.6 | 7 | 1.8% |
| 9.8 | 7 | 1.8% |
| 11.1 | 7 | 1.8% |
| 12 | 6 | 1.5% |
| 13.9 | 6 | 1.5% |
| 11.3 | 6 | 1.5% |
| 10.3 | 6 | 1.5% |
| Other values (105) | 272 | |
| (Missing) | 52 | 13.0% |
| Value | Count | Frequency (%) |
| 3.1 | 1 | |
| 4.8 | 1 | |
| 5.5 | 1 | |
| 5.6 | 1 | |
| 5.8 | 1 | |
| 6 | 2 | |
| 6.1 | 1 | |
| 6.2 | 1 | |
| 6.3 | 1 | |
| 6.6 | 1 |
| Value | Count | Frequency (%) |
| 17.8 | 3 | |
| 17.7 | 1 | 0.2% |
| 17.6 | 1 | 0.2% |
| 17.5 | 1 | 0.2% |
| 17.4 | 2 | |
| 17.3 | 1 | 0.2% |
| 17.2 | 2 | |
| 17.1 | 2 | |
| 17 | 4 | |
| 16.9 | 2 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 71 |
| Missing (%) | 17.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.88449848 |
| Minimum | 9 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 32 |
| median | 40 |
| Q3 | 45 |
| 95-th percentile | 52 |
| Maximum | 54 |
| Range | 45 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.990104815 |
|---|---|
| Coefficient of variation (CV) | 0.2312002254 |
| Kurtosis | -0.3205616838 |
| Mean | 38.88449848 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.4336785974 |
| Sum | 12793 |
| Variance | 80.82198458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41 | 21 | 5.2% |
| 52 | 21 | 5.2% |
| 48 | 19 | 4.8% |
| 44 | 19 | 4.8% |
| 40 | 16 | 4.0% |
| 43 | 15 | 3.8% |
| 45 | 13 | 3.2% |
| 42 | 13 | 3.2% |
| 50 | 12 | 3.0% |
| 28 | 12 | 3.0% |
| Other values (32) | 168 | |
| (Missing) | 71 |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.2% |
| 14 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 16 | 1 | 0.2% |
| 17 | 1 | 0.2% |
| 18 | 1 | 0.2% |
| 19 | 2 | |
| 20 | 1 | 0.2% |
| 21 | 1 | 0.2% |
| 22 | 3 |
| Value | Count | Frequency (%) |
| 54 | 4 | 1.0% |
| 53 | 4 | 1.0% |
| 52 | 21 | |
| 51 | 4 | 1.0% |
| 50 | 12 | |
| 49 | 4 | 1.0% |
| 48 | 19 | |
| 47 | 4 | 1.0% |
| 46 | 9 | |
| 45 | 13 |
| Distinct | 89 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 106 |
| Missing (%) | 26.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8406.122449 |
| Minimum | 2200 |
|---|---|
| Maximum | 26400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2200 |
|---|---|
| 5-th percentile | 4500 |
| Q1 | 6500 |
| median | 8000 |
| Q3 | 9800 |
| 95-th percentile | 12940 |
| Maximum | 26400 |
| Range | 24200 |
| Interquartile range (IQR) | 3300 |
Descriptive statistics
| Standard deviation | 2944.47419 |
|---|---|
| Coefficient of variation (CV) | 0.3502773375 |
| Kurtosis | 6.150639815 |
| Mean | 8406.122449 |
| Median Absolute Deviation (MAD) | 1700 |
| Skewness | 1.621589372 |
| Sum | 2471400 |
| Variance | 8669928.258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9800 | 11 | 2.8% |
| 6700 | 10 | 2.5% |
| 7200 | 9 | 2.2% |
| 9200 | 9 | 2.2% |
| 9600 | 9 | 2.2% |
| 6900 | 8 | 2.0% |
| 11000 | 8 | 2.0% |
| 5800 | 8 | 2.0% |
| 7000 | 7 | 1.8% |
| 7800 | 7 | 1.8% |
| Other values (79) | 208 | |
| (Missing) | 106 |
| Value | Count | Frequency (%) |
| 2200 | 1 | 0.2% |
| 2600 | 1 | 0.2% |
| 3800 | 2 | 0.5% |
| 4100 | 1 | 0.2% |
| 4200 | 3 | |
| 4300 | 6 | |
| 4500 | 3 | |
| 4700 | 4 | |
| 4900 | 1 | 0.2% |
| 5000 | 5 |
| Value | Count | Frequency (%) |
| 26400 | 1 | |
| 21600 | 1 | |
| 19100 | 1 | |
| 18900 | 1 | |
| 16700 | 1 | |
| 16300 | 1 | |
| 15700 | 1 | |
| 15200 | 2 | |
| 14900 | 1 | |
| 14600 | 2 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 131 |
| Missing (%) | 32.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.707434944 |
| Minimum | 2.1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2.1 |
|---|---|
| 5-th percentile | 2.94 |
| Q1 | 3.9 |
| median | 4.8 |
| Q3 | 5.4 |
| 95-th percentile | 6.3 |
| Maximum | 8 |
| Range | 5.9 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.025323266 |
|---|---|
| Coefficient of variation (CV) | 0.217809333 |
| Kurtosis | -0.2700424813 |
| Mean | 4.707434944 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | -0.1833293208 |
| Sum | 1266.3 |
| Variance | 1.051287799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.2 | 18 | 4.5% |
| 4.5 | 16 | 4.0% |
| 4.9 | 14 | 3.5% |
| 4.7 | 11 | 2.8% |
| 4.8 | 10 | 2.5% |
| 5 | 10 | 2.5% |
| 3.9 | 10 | 2.5% |
| 4.6 | 9 | 2.2% |
| 3.4 | 9 | 2.2% |
| 5.9 | 8 | 2.0% |
| Other values (35) | 154 | |
| (Missing) | 131 |
| Value | Count | Frequency (%) |
| 2.1 | 2 | |
| 2.3 | 1 | 0.2% |
| 2.4 | 1 | 0.2% |
| 2.5 | 2 | |
| 2.6 | 2 | |
| 2.7 | 2 | |
| 2.8 | 2 | |
| 2.9 | 2 | |
| 3 | 3 | |
| 3.1 | 2 |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.2% |
| 6.5 | 5 | |
| 6.4 | 5 | |
| 6.3 | 4 | |
| 6.2 | 5 | |
| 6.1 | 8 | |
| 6 | 4 | |
| 5.9 | 8 | |
| 5.8 | 7 | |
| 5.7 | 5 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 251 | |
| True | 147 | |
| (Missing) | 2 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 261 | |
| True | 137 | |
| (Missing) | 2 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | 34 |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 364 | |
| True | 34 | 8.5% |
| (Missing) | 2 | 0.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 23.9 KiB |
| good | |
|---|---|
| poor |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1596 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | good |
|---|---|
| 2nd row | good |
| 3rd row | poor |
| 4th row | poor |
| 5th row | good |
Common Values
| Value | Count | Frequency (%) |
| good | 317 | |
| poor | 82 | 20.5% |
| (Missing) | 1 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| good | 317 | |
| poor | 82 | 20.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1596 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1596 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1596 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 323 | |
| True | 76 | 19.0% |
| (Missing) | 1 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 339 | |
| True | 60 | 15.0% |
| (Missing) | 1 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.0 KiB |
| ckd | |
|---|---|
| notckd |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 4.125 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1650 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ckd |
|---|---|
| 2nd row | ckd |
| 3rd row | ckd |
| 4th row | ckd |
| 5th row | ckd |
Common Values
| Value | Count | Frequency (%) |
| ckd | 250 | |
| notckd | 150 |
Length
Pie chart
| Value | Count | Frequency (%) |
| ckd | 250 | |
| notckd | 150 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1650 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1650 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1650 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| age | bp | sg | al | su | rbc | pc | pcc | ba | bgr | bu | sc | sod | pot | hemo | pcv | wbccc | rbcc | htn | dm | cad | appet | pe | ane | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 48.0 | 80.0 | 1.02 | 1 | 0 | NaN | normal | notpresent | notpresent | 121.0 | 36.0 | 1.2 | NaN | NaN | 15.4 | 44.0 | 7800.0 | 5.2 | yes | yes | no | good | no | no | ckd |
| 1 | 7.0 | 50.0 | 1.02 | 4 | 0 | NaN | normal | notpresent | notpresent | NaN | 18.0 | 0.8 | NaN | NaN | 11.3 | 38.0 | 6000.0 | NaN | no | no | no | good | no | no | ckd |
| 2 | 62.0 | 80.0 | 1.01 | 2 | 3 | normal | normal | notpresent | notpresent | 423.0 | 53.0 | 1.8 | NaN | NaN | 9.6 | 31.0 | 7500.0 | NaN | no | yes | no | poor | no | yes | ckd |
| 3 | 48.0 | 70.0 | 1.005 | 4 | 0 | normal | abnormal | present | notpresent | 117.0 | 56.0 | 3.8 | 111.0 | 2.5 | 11.2 | 32.0 | 6700.0 | 3.9 | yes | no | no | poor | yes | yes | ckd |
| 4 | 51.0 | 80.0 | 1.01 | 2 | 0 | normal | normal | notpresent | notpresent | 106.0 | 26.0 | 1.4 | NaN | NaN | 11.6 | 35.0 | 7300.0 | 4.6 | no | no | no | good | no | no | ckd |
| 5 | 60.0 | 90.0 | 1.015 | 3 | 0 | NaN | NaN | notpresent | notpresent | 74.0 | 25.0 | 1.1 | 142.0 | 3.2 | 12.2 | 39.0 | 7800.0 | 4.4 | yes | yes | no | good | yes | no | ckd |
| 6 | 68.0 | 70.0 | 1.01 | 0 | 0 | NaN | normal | notpresent | notpresent | 100.0 | 54.0 | 24.0 | 104.0 | 4.0 | 12.4 | 36.0 | NaN | NaN | no | no | no | good | no | no | ckd |
| 7 | 24.0 | NaN | 1.015 | 2 | 4 | normal | abnormal | notpresent | notpresent | 410.0 | 31.0 | 1.1 | NaN | NaN | 12.4 | 44.0 | 6900.0 | 5.0 | no | yes | no | good | yes | no | ckd |
| 8 | 52.0 | 100.0 | 1.015 | 3 | 0 | normal | abnormal | present | notpresent | 138.0 | 60.0 | 1.9 | NaN | NaN | 10.8 | 33.0 | 9600.0 | 4.0 | yes | yes | no | good | no | yes | ckd |
| 9 | 53.0 | 90.0 | 1.02 | 2 | 0 | abnormal | abnormal | present | notpresent | 70.0 | 107.0 | 7.2 | 114.0 | 3.7 | 9.5 | 29.0 | 12100.0 | 3.7 | yes | yes | no | poor | no | yes | ckd |
Last rows
| age | bp | sg | al | su | rbc | pc | pcc | ba | bgr | bu | sc | sod | pot | hemo | pcv | wbccc | rbcc | htn | dm | cad | appet | pe | ane | class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 390 | 52.0 | 80.0 | 1.025 | 0 | 0 | normal | normal | notpresent | notpresent | 99.0 | 25.0 | 0.8 | 135.0 | 3.7 | 15.0 | 52.0 | 6300.0 | 5.3 | no | no | no | good | no | no | notckd |
| 391 | 36.0 | 80.0 | 1.025 | 0 | 0 | normal | normal | notpresent | notpresent | 85.0 | 16.0 | 1.1 | 142.0 | 4.1 | 15.6 | 44.0 | 5800.0 | 6.3 | no | no | no | good | no | no | notckd |
| 392 | 57.0 | 80.0 | 1.02 | 0 | 0 | normal | normal | notpresent | notpresent | 133.0 | 48.0 | 1.2 | 147.0 | 4.3 | 14.8 | 46.0 | 6600.0 | 5.5 | no | no | no | good | no | no | notckd |
| 393 | 43.0 | 60.0 | 1.025 | 0 | 0 | normal | normal | notpresent | notpresent | 117.0 | 45.0 | 0.7 | 141.0 | 4.4 | 13.0 | 54.0 | 7400.0 | 5.4 | no | no | no | good | no | no | notckd |
| 394 | 50.0 | 80.0 | 1.02 | 0 | 0 | normal | normal | notpresent | notpresent | 137.0 | 46.0 | 0.8 | 139.0 | 5.0 | 14.1 | 45.0 | 9500.0 | 4.6 | no | no | no | good | no | no | notckd |
| 395 | 55.0 | 80.0 | 1.02 | 0 | 0 | normal | normal | notpresent | notpresent | 140.0 | 49.0 | 0.5 | 150.0 | 4.9 | 15.7 | 47.0 | 6700.0 | 4.9 | no | no | no | good | no | no | notckd |
| 396 | 42.0 | 70.0 | 1.025 | 0 | 0 | normal | normal | notpresent | notpresent | 75.0 | 31.0 | 1.2 | 141.0 | 3.5 | 16.5 | 54.0 | 7800.0 | 6.2 | no | no | no | good | no | no | notckd |
| 397 | 12.0 | 80.0 | 1.02 | 0 | 0 | normal | normal | notpresent | notpresent | 100.0 | 26.0 | 0.6 | 137.0 | 4.4 | 15.8 | 49.0 | 6600.0 | 5.4 | no | no | no | good | no | no | notckd |
| 398 | 17.0 | 60.0 | 1.025 | 0 | 0 | normal | normal | notpresent | notpresent | 114.0 | 50.0 | 1.0 | 135.0 | 4.9 | 14.2 | 51.0 | 7200.0 | 5.9 | no | no | no | good | no | no | notckd |
| 399 | 58.0 | 80.0 | 1.025 | 0 | 0 | normal | normal | notpresent | notpresent | 131.0 | 18.0 | 1.1 | 141.0 | 3.5 | 15.8 | 53.0 | 6800.0 | 6.1 | no | no | no | good | no | no | notckd |